Evidence map›Paper›PMID 41393315›Full record

ArticleFrontiers in sports and active living2025

Miles with mind: an exploratory study of cognitive-behavioral-based VR training for strategy and motivation in long-distance running.

Fernando Pedro Cardenas Hernandez, Jan Schneider, Telse Nagler, Emilia Parada-Cabaleiro, Daniel Schiffner, Andreas Dengel, Hendrik Drachsler

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Fernando Pedro Cardenas HernandezInformation Center for Education, DIPF - Leibniz Institute for Research and Information in Education, Frankfurt am Main, Germany.
Jan SchneiderInformation Center for Education, DIPF - Leibniz Institute for Research and Information in Education, Frankfurt am Main, Germany.
Telse NaglerInformation Center for Education, DIPF - Leibniz Institute for Research and Information in Education, Frankfurt am Main, Germany.
Emilia Parada-CabaleiroDepartment of Music Pedagogy, Nuremberg University of Music, Nuremberg, Germany.
Daniel SchiffnerInformation Center for Education, DIPF - Leibniz Institute for Research and Information in Education, Frankfurt am Main, Germany.
Andreas DengelFaculty of Computer Science, Goethe University, Frankfurt am Main, Germany.
Hendrik DrachslerInformation Center for Education, DIPF - Leibniz Institute for Research and Information in Education, Frankfurt am Main, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The purpose of this exploratory study was to examine the potential effects of virtual reality (VR) mental training, based on cognitive-behavioral (CB) techniques, on race preparation among long-distance recreational runners within a sports coaching context. Although VR interventions have shown promises for enhancing athletic performance, their integration with CB-based imagery and self-talk remains limited. Methods: Using a single-subject A-B-A design, six recreational runners completed two races: a first race without mental training and a second race after a series of VR mental training sessions conducted alongside their usual physical training. Each participant used a VR headset equipped with an application that delivered strategy guidance (including pacing and drafting) while also targeting motivation through CB-based imagery and self-talk. Navigation occurred entirely in a virtual environment, with no physical movement. Background audio featured participant-generated self-talk statements. Performance data from VR sessions were recorded through log-file, and emotional responses were assessed with the Emotional Stress Reaction Questionnaire (ESRQ). Race outcomes were compared using smartwatch metrics and participant self-assessments (e.g., Likert scales and open-ended responses). Results: Following CB-based VR training, most participants reported using pacing and drafting strategies more frequently during the second race. Self-talk frequency increased, and post-race questionnaires indicated higher motivation ratings. Smartwatch data suggested moderately enhanced pacing consistency compared to baseline for some individuals. Discussion: These exploratory findings suggest that CB-based VR mental training might help the adoption of certain race strategies and encourage self-talk use withing a coaching context. Results from the study may serve as preliminary reference points for future research aimed at integrating VR tools into complementary coaching approaches.

Indexed as

cognitive behavioral approachdrafting in runningmental trainingmotivationpacing in runningsport psychologysports coachingvirtual reality

Identifiers

PMID41393315
PMCPMC12698523

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.